Miquel Nieto
Senior Research Associate
Patchway, England, United Kingdom
Summary
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Senior🎓
Top SchoolMiquel Nieto is a Research Fellow in Machine Learning at the University of Bristol with over a decade of experience applying AI to healthcare and sensor data. He holds a PhD in Computer Science and two MSc degrees—one in Machine Learning and Data Mining from Aalto University and another in Artificial Intelligence from Catalan universities—bringing strong theoretical grounding to practical health-focused projects. His work centers on interpretable classifiers that provide calibrated confidence estimates, bridging methodological advances and real clinical needs through the LEAP Digital Health Hub and SPHERE initiatives. Miquel’s background spans deep learning, distributed systems, and embedded electronics, reflecting earlier engineering roles that inform his pragmatic research approach. He has a track record of interdisciplinary collaboration across European research networks (including the TAILOR Network) and maintains an active professional presence via his personal website.
12 years of coding experience
13 years of employment as a software developer
Ingeniería técnica en Informática de sistemas Computer Engineering, Ingeniería técnica en Informática de sistemas Computer Engineering at Facultat d'Informàtica de BarcelonaUPC Universitat Politècnica de CatalunyaMaster's programme in Machine Learning and Data Mining Computer Science, Master's programme in Machine Learning and Data Mining Computer Science at Aalto-yliopistoDoctor of Philosophy (PhD) Computer Science, Doctor of Philosophy (PhD) Computer Science at University of Bristol
Catalan, Spanish, English
Stackoverflow
41reputation
2kreached
1answer
1question
Github Skills (58)
activity-recognition10
classifier10
calibration10
probabilistic-models10
python9
classification9
machine-learning9
statistics9
sphere9
localization9
pydata9
accelerometer9
classifiers8
transparency8
stream8
Programming languages (10)
Github contributions (5)
perellonieto/machine_learning_concepts
Apr 2021 - May 2026
Contributions:13 pushes, 1 branch in 5 years 2 months
classifier-calibration/PyCalib
Jul 2020 - Nov 2022
Python library for classifier calibration
Contributions:1 release, 195 commits, 1 PR in 2 years 4 months
classifierpythonmachine-learningclassifier-trainingcalibration
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